soy - DEV Community

soy

Mar 24

Local LLM Revolution: Speed, Security, and Million-Token Contexts

#llm #ai #opensource

3 min read

soy

Mar 24

AI's Infrastructure & Agents: From Chips to Code Automation

#ai #machinelearning #llm

4 min read

soy

Mar 24

I Built a SQLite Editor in 180 Lines, Then Rebuilt It in 380 for the Browser

#devtools #python #productivity

3 min read

soy

Mar 23

Vision and Hardware Strategy Shaping the Future of AI: From Apple to AGI and AI Chips

#ai #machinelearning #llm

3 min read

soy

Mar 23

The Future of Open Source and Security: From Geopolitics to Threats in the Development Field

#webdev #devops #infrastructure

4 min read

soy

Mar 23

The Forefront of Development Efficiency with AI Agents: From OSS to Code Review

#devtools #python #productivity

3 min read

soy

Mar 23

The Dawn of the Local AI Era: From iPhone 17 Pro to the Future of NVIDIA RTX

#ai #gpu #performance

3 min read

soy

Mar 23

Today's LLM Frontier: From the Breakthrough of Kimi K2.5 to GPT-5.4/Gemini Flash-Lite

#ai #llm #machinelearning

3 min read

soy

Mar 23

Canonical Eyes IPO — Ubuntu Proves the Revival of Linux and OSS

#programming

3 min read

soy

Mar 22

Developer Security and AI Industry Trends: Langflow Vulnerability, Cargo Advisory, and the State of AI at GDC

#devtools #python #productivity

3 min read

soy

Mar 22

AI and Cloud Infrastructure Convergence: Innovations in Cloudflare Workers AI, Project Nomad, and Trainium

#webdev #devops #infrastructure

3 min read

soy

Mar 22

Next-Generation LLM Inference Technology: From Flash-MoE to Gemini Flash-Lite, and Local GPU Utilization

#ai #gpu #performance

3 min read

soy

Mar 22

The Wave of Open-Source AI and Investment in Security: Trends from Qwen, MS, and Google

#ai #llm #machinelearning

3 min read

soy

Mar 22

Current Frontline in AI Agent Development: Robust Agent Design and Security Measures

#ai #machinelearning #llm

3 min read

soy

Mar 22

Running Karpathy's autoresearch with Local LLM — Zero API Cost Autonomous AI Research

#ai #machinelearning #llm

3 min read

soy

Mar 22

Built a Local-First RAG Research Tool with Nemotron + vLLM + Tool Calling

#ai #machinelearning #llm

2 min read

soy

Mar 22

AI Era Security and OSS: Trivy Compromise, Google and Cloudflare's Countermeasures

#ai #machinelearning #llm

3 min read

soy

Mar 22

Frontiers of AI Agent Development: Claude HUD, OpenAI Monitoring, and the Impact of Astral Acquisition

#devtools #python #productivity

3 min read

soy

Mar 22

Today's Local LLM Acceleration Techniques: ik_llama.cpp Speedup, Tinybox, and NVIDIA GTC Latest Trends

#ai #gpu #performance

3 min read

soy

Mar 22

AI Questions the Future of the Internet: Freedom, Quality Decline, and Content Reliability

#webdev #devops #infrastructure

7 min read

soy

Mar 22

Data Preparation and Security to Accelerate AI Development: Leveraging Open Source Tools

#devtools #python #productivity

6 min read

soy

Mar 22

Next-Gen LLMs: Deep Dive into Compact, High-Speed Models and Temporal Reasoning – Gemini 3.1 Flash-Lite, GPT-5.4 mini/nano

#ai #llm #machinelearning

7 min read

soy

Mar 21

AI Agent Safety and Operations: Frontline Measures Against Prompt Injection and Monitoring

#ai #machinelearning #llm

6 min read

soy

Mar 21

2026: Local AI Evolves! From Offline Devices to Large-Scale Inference on RTX

#ai #gpu #performance

5 min read

soy

Mar 21

New Synergy of Cloud and AI: Cloudflare Workers AI, Google's OSS Security, and AI Integration in WordPress

#webdev #devops #infrastructure

5 min read

soy

Mar 21

RTX 40 Series Makes LLM Blazing Fast! The Complete Guide to Inference Optimization for Individual Developers [2026 Latest Edi...

#ai #gpu #performance

7 min read

soy

Mar 21

The Real Inflection Point GTC 2026 Quietly Announced — Why NVIDIA Bet on "Open"

#ai #machinelearning #llm

1

9 min read

soy

Mar 21

Training a Shogi Engine: ONNX Conversion, TensorRT, and Getting Crushed by Ryfamate

#ai #machinelearning #python #gamedev

4 min read

soy

Mar 21

Lennart Poettering and the systemd Wars: The Most Controversial Software in Linux History

#linux #devops #sysadmin #opensource

6 min read

soy

Mar 21

The README Trap: Why AI Coding Assistants Skip Your Docs (and 3 Fixes)

#ai #documentation #productivity #devops

1

4 min read

soy

Mar 21

From 30 Seconds to 3 Milliseconds: Replacing LIKE with FTS5 on 1.7M Patent Records

#sqlite #database #performance #search

1

4 min read

soy

Mar 21

SoyLM: Building a Zero-Dependency Local RAG Tool in a Single Python File

#python #ai #rag #opensource

5 min read

soy

Mar 21

Adding Stripe Checkout to a Solo SaaS: Lessons from PatentLLM's $1K/mo Plan

#stripe #saas #python #startup

2

4 min read

soy

Mar 21

When Gemini Hallucinates Patent Numbers: Fixing the FTS5 + LLM Analysis Pipeline

#ai #sqlite #search #llm

3 min read

soy

Mar 21

Flutter Web + PWA: Why Add to Home Screen Gives You a Full-Screen App

#flutter #pwa #webdev #mobile

4 min read

soy

Mar 21

Tailscale Deep Dive: Why Developers Are Ditching Traditional VPNs

#networking #devops #security #linux

3

5 min read

soy

Mar 21

Building a 5-in-1 Local LLM App with Flutter Web and Flask

#flutter #python #ai #privacy

4 min read

soy

Mar 21

Claude Code + MCP SQLite Server: Query Your Database Without Leaving the Conversation

#sqlite #ai #tooling #productivity

4 min read

soy

Mar 20

How Google Finds Every Restaurant in Japan — And Why Your Full-Text Search Can't

#search #google #sqlite #architecture

2

5 min read

soy

Mar 19

OpenAI Acquires Astral (uv / Ruff) — What It Really Means

#devtools #python #productivity

5 min read

soy

Mar 19

The Technical Debt Local AI Must Fix Before It's Too Late — What NemoClaw Says About NVIDIA's Philosophy

#ai #gpu #performance

17 min read

soy

Mar 18

Punching Through NVIDIA NemoClaw's Sandbox to Hit Local vLLM on RTX 5090

#nvidia #ai #docker #linux

2

4 min read

soy

Mar 16

Why Google Wasn't Indexing My FastAPI Site — The HEAD Request Trap

#fastapi #python #seo #webdev

1

2 min read

soy

Mar 14

vLLM vs TensorRT-LLM vs Ollama vs llama.cpp — Choosing the Right Inference Engine on RTX 5090

#ai #llm #nvidia #deeplearning

1

7 min read

soy

Mar 14

Using Python to Load Google Docs into AI — Drive API Minimal Permission Setup

#devtools #python #productivity

5 min read

soy

Mar 14

Hardware Selection for Local LLMs: Overcoming the VRAM Wall with Practical GPU, CPU, and Memory Configurations

#ai #gpu #performance

1

6 min read

soy

Mar 14

What I Gained from Interacting with Shogi AI: The Path to 1st Place in Floodgate and My Approach to Distilled Models

#ai #machinelearning #llm

1

3 min read

soy

Mar 14

Turn Conversation Data into Assets with Gemini API: History Export, RAG, and Streamlit

#ai #machinelearning #llm

8 min read

soy

Mar 14

Automating Video Generation with Remotion and VOICEVOX: From Environment Setup to Performance Optimization

#webdev #devops #infrastructure

1

8 min read

soy

Mar 14

Cloudflare Tunnel Practical Guide: Securely Exposing a Home AI Server Without Port Forwarding

#webdev #devops #infrastructure

1

6 min read

soy

Mar 14

Automated Google Drive Backup with Rclone: Headless OAuth Authentication and systemd Configuration

#webdev #devops #infrastructure

1

7 min read

soy

Mar 14

Claude Code Practical Guide: Debugging, Test Automation, and CUDA Environment Setup with Opus 4.6

#devtools #python #productivity

4 min read

soy

Mar 14

I Posted My Patent Search AI to Reddit r/LocalLLaMA and Got 65 Upvotes and Over 20 Questions

#ai #machinelearning #llm

1

5 min read

soy

Mar 14

Coders at Work — Index of All 15 Programmer Interviews

#devtools #python #productivity

7 min read

soy

Mar 14

RTX 5090 + Nemotron 9B on vLLM — Benchmarks & TRT-LLM Comparison

#ai #gpu #performance

1

2 min read

soy

Mar 14

Talent Blooms When You Stop Relying on "Motivation": 7 Insights on the "Spring Mind" Left by Genius Mathematician Kiyoshi Oka

#programming #career #beginners

6 min read

soy

Mar 14

Three Months of Code: What a Patent Lawyer Built from Zero

#programming #career #beginners

1

5 min read

soy

Mar 8

I Built a Free Patent Search Engine with 3.5M US Patents — No Login, Powered by SQLite FTS5

#showdev #sqlite #python #llm

1

3 min read

soy

Mar 8

Operational Techniques for Automatically Starting vLLM, Flask, and cron with systemd Services in WSL2

#devtools #python #productivity

3 min read

soy

Mar 8

Achieving Bidirectional Integration of Streamlit Backend Flutter Frontend in a WSL2 Environment

#webdev #devops #infrastructure

2 min read

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